Datasets:

electricsheepafrica
/

africa-faostat-emissions-from-crops-gce

Domain Code string	Domain string	Area Code int64	Area string	Element Code int64	Element string	Item Code int64	Item string	Year Code int64	Year string	Source Code int64	Source string	Unit string	Value float64
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,961	1961	3,050	FAO TIER 1	kg	7,444,399.7179
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,961	1961	3,050	FAO TIER 1	kt	0.1433
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,961	1961	3,050	FAO TIER 1	kt	0.117
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,961	1961	3,050	FAO TIER 1	kt	0.0263
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,962	1962	3,050	FAO TIER 1	kg	14,048,594.2924
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,962	1962	3,050	FAO TIER 1	kt	0.2704
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,962	1962	3,050	FAO TIER 1	kt	0.2208
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,962	1962	3,050	FAO TIER 1	kt	0.0497
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,963	1963	3,050	FAO TIER 1	kg	12,421,155.3285
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,963	1963	3,050	FAO TIER 1	kt	0.2391
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,963	1963	3,050	FAO TIER 1	kt	0.1952
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,963	1963	3,050	FAO TIER 1	kt	0.0439
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,964	1964	3,050	FAO TIER 1	kg	6,016,921.2973
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,964	1964	3,050	FAO TIER 1	kt	0.1158
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,964	1964	3,050	FAO TIER 1	kt	0.0946
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,964	1964	3,050	FAO TIER 1	kt	0.0213
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,965	1965	3,050	FAO TIER 1	kg	7,464,152.4019
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,965	1965	3,050	FAO TIER 1	kt	0.1437
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,965	1965	3,050	FAO TIER 1	kt	0.1173
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,965	1965	3,050	FAO TIER 1	kt	0.0264
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,966	1966	3,050	FAO TIER 1	kg	3,532,699.2438
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,966	1966	3,050	FAO TIER 1	kt	0.068
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,966	1966	3,050	FAO TIER 1	kt	0.0555
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,966	1966	3,050	FAO TIER 1	kt	0.0125
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,967	1967	3,050	FAO TIER 1	kg	6,656,789.7723
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,967	1967	3,050	FAO TIER 1	kt	0.1281
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,967	1967	3,050	FAO TIER 1	kt	0.1046
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,967	1967	3,050	FAO TIER 1	kt	0.0235
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,968	1968	3,050	FAO TIER 1	kg	9,664,943.6788
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,968	1968	3,050	FAO TIER 1	kt	0.1861
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,968	1968	3,050	FAO TIER 1	kt	0.1519
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,968	1968	3,050	FAO TIER 1	kt	0.0342
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,969	1969	3,050	FAO TIER 1	kg	8,977,588.0646
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,969	1969	3,050	FAO TIER 1	kt	0.1728
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,969	1969	3,050	FAO TIER 1	kt	0.1411
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,969	1969	3,050	FAO TIER 1	kt	0.0317
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,970	1970	3,050	FAO TIER 1	kg	10,739,953.3078
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,970	1970	3,050	FAO TIER 1	kt	0.2067
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,970	1970	3,050	FAO TIER 1	kt	0.1688
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,970	1970	3,050	FAO TIER 1	kt	0.038
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,971	1971	3,050	FAO TIER 1	kg	7,928,979.7805
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,971	1971	3,050	FAO TIER 1	kt	0.1526
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,971	1971	3,050	FAO TIER 1	kt	0.1246
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,971	1971	3,050	FAO TIER 1	kt	0.028
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,972	1972	3,050	FAO TIER 1	kg	12,021,001.4436
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,972	1972	3,050	FAO TIER 1	kt	0.2314
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,972	1972	3,050	FAO TIER 1	kt	0.1889
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,972	1972	3,050	FAO TIER 1	kt	0.0425
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,973	1973	3,050	FAO TIER 1	kg	8,265,311.5348
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,973	1973	3,050	FAO TIER 1	kt	0.1591
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,973	1973	3,050	FAO TIER 1	kt	0.1299
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,973	1973	3,050	FAO TIER 1	kt	0.0292
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,974	1974	3,050	FAO TIER 1	kg	7,293,004.0074
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,974	1974	3,050	FAO TIER 1	kt	0.1404
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,974	1974	3,050	FAO TIER 1	kt	0.1146
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,974	1974	3,050	FAO TIER 1	kt	0.0258
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,975	1975	3,050	FAO TIER 1	kg	12,556,794.1644
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,975	1975	3,050	FAO TIER 1	kt	0.2417
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,975	1975	3,050	FAO TIER 1	kt	0.1973
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,975	1975	3,050	FAO TIER 1	kt	0.0444
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,976	1976	3,050	FAO TIER 1	kg	11,347,437.327
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,976	1976	3,050	FAO TIER 1	kt	0.2184
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,976	1976	3,050	FAO TIER 1	kt	0.1783
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,976	1976	3,050	FAO TIER 1	kt	0.0401
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,977	1977	3,050	FAO TIER 1	kg	6,813,401.2448
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,977	1977	3,050	FAO TIER 1	kt	0.1312
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,977	1977	3,050	FAO TIER 1	kt	0.1071
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,977	1977	3,050	FAO TIER 1	kt	0.0241
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,978	1978	3,050	FAO TIER 1	kg	7,858,426.5344
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,978	1978	3,050	FAO TIER 1	kt	0.1513
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,978	1978	3,050	FAO TIER 1	kt	0.1235
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,978	1978	3,050	FAO TIER 1	kt	0.0278
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,979	1979	3,050	FAO TIER 1	kg	9,270,141.2742
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,979	1979	3,050	FAO TIER 1	kt	0.1785
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,979	1979	3,050	FAO TIER 1	kt	0.1457
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,979	1979	3,050	FAO TIER 1	kt	0.0328
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,980	1980	3,050	FAO TIER 1	kg	13,595,102.372
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,980	1980	3,050	FAO TIER 1	kt	0.2617
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,980	1980	3,050	FAO TIER 1	kt	0.2136
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,980	1980	3,050	FAO TIER 1	kt	0.0481
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,981	1981	3,050	FAO TIER 1	kg	10,332,795.9895
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,981	1981	3,050	FAO TIER 1	kt	0.1989
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,981	1981	3,050	FAO TIER 1	kt	0.1624
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,981	1981	3,050	FAO TIER 1	kt	0.0365
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,982	1982	3,050	FAO TIER 1	kg	9,590,268.2622
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,982	1982	3,050	FAO TIER 1	kt	0.1846
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,982	1982	3,050	FAO TIER 1	kt	0.1507
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,982	1982	3,050	FAO TIER 1	kt	0.0339
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,983	1983	3,050	FAO TIER 1	kg	8,673,424.8382
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,983	1983	3,050	FAO TIER 1	kt	0.167
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,983	1983	3,050	FAO TIER 1	kt	0.1363
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,983	1983	3,050	FAO TIER 1	kt	0.0307
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,984	1984	3,050	FAO TIER 1	kg	10,770,907.0318
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,984	1984	3,050	FAO TIER 1	kt	0.2073
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,984	1984	3,050	FAO TIER 1	kt	0.1693
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,984	1984	3,050	FAO TIER 1	kt	0.0381
GCE	Emissions from Crops	4	Algeria	72,392	Crop residues (N content)	44	Barley	1,985	1985	3,050	FAO TIER 1	kg	21,717,730.5534
GCE	Emissions from Crops	4	Algeria	72,302	Crop residues (Emissions N2O)	44	Barley	1,985	1985	3,050	FAO TIER 1	kt	0.4181
GCE	Emissions from Crops	4	Algeria	72,342	Crop residues (Direct emissions N2O)	44	Barley	1,985	1985	3,050	FAO TIER 1	kt	0.3413
GCE	Emissions from Crops	4	Algeria	72,362	Crop residues (Indirect emissions N2O)	44	Barley	1,985	1985	3,050	FAO TIER 1	kt	0.0768

End of preview. Expand in Data Studio

Emissions from Crops — Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)

Size category: 100K<n<1M - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: Emissions from Crops — Africa Source: FAOSTAT — Emissions from Crops Domain code: GCE Publisher: Food and Agriculture Organization of the United Nations (FAO) Coverage: 51 African countries · 1961–2050 · 157,809 rows Items: 14 · Elements: 18 About FAOSTAT is the world's largest and most comprehensive statistical database on food, agriculture, fisheries, forestry, and rural development. This dataset contains the Emissions from Crops domain filtered to all available African… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-faostat-emissions-from-crops-gce.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-faostat-emissions-from-crops-gce`
Sector	agriculture_food
Topic tags	faostat, agriculture, food-security, tabular
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`100K<n<1M`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-05-04 02:10:57+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-faostat-emissions-from-crops-gce")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: country, upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: CC BY 4.0
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-faostat-emissions-from-crops-gce
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_africa_faostat_emissions_from_crops_gce_2026,
  title        = {Emissions from Crops — Africa (FAOSTAT) | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-faostat-emissions-from-crops-gce},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-faostat-emissions-from-crops-gce}}
}

License

Released under CC BY 4.0.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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